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Housing Speculation and Investment in Children’s Education: Evidence from House Purchase Restrictions in China

Journal of Financial and Quantitative Analysis 2026
Housing and human capital represent two major forms of household wealth. This article investigates the potential for housing speculation to crowd out household investment in children’s education, an endeavor that only pays off in the long run. To address endogeneity concerns, we exploit the unintended spillover effect of staggered house purchase restrictions (HPR) in China. Using a difference-in-differences approach, we find that HPR reduce educational investment of households in nearby unregulated cities. We also provide evidence consistent with a housing speculation channel. These findings shed new light on the socioeconomic consequences of housing market booms.

An information quality-based explanation for loan loss allowance inadequacy during the 2008 financial crisis

Journal of Accounting and Economics 2022 73(1), 101433 open access
I study whether commercial banks' loan loss allowances were inadequate during the 2008 financial crisis because bank managers relied on low-quality information to estimate loan losses. To measure the quality of information collected on bank-held mortgages prior to the crisis, I create a bank exposure-to-mortgage fraud risk index (EFI) that captures overstatement of borrower income in mortgage applications. I find banks that originated more loans in high-risk neighborhoods had less adequate loan loss allowances during the crisis. My study is consistent with the hypothesis that fraudulent borrower information adversely affected banks’ loan loss provisioning.

Feedback Trading between Fundamental and Nonfundamental Information

Review of Financial Studies 2015 28(1), 247-296
We develop a strategic trading model in which an insider exploits noise traders' overreaction. A feedback effect arises from the insider's trading on fundamental information (the expected growth rate of dividends) and nonfundamental information (insider's inventory or noise supply). We find that the stock price is not fully revealing; a faster mean-reverting noise supply leads to a more volatile price; the price impact can increase with insider's risk-aversion; and a risk-averse insider can trade more aggressively on fundamental information than a risk-neutral one does. Insider's current trade and his previous inventory exhibit simultaneously positive forecasting powers for future stock returns.

Stock Repurchases and Executive Compensation Contract Design: The Role of Earnings per Share Performance Conditions

The Accounting Review 2011 86(2), 703-733 open access
We examine the link between firms’ stock repurchase activity and the presence of earnings per share (EPS) performance conditions in executive compensation contracts. Findings reveal a strong positive association between repurchases and EPS-contingent compensation arrangements. Further analysis suggests net benefits to shareholders from this association. Specifically, repurchasers experience larger increases in total payouts; the positive association between repurchases and cash performance is more pronounced for firms with EPS targets in the presence of surplus cash; undervalued firms with EPS targets are more likely to signal mispricing through a repurchase; and repurchasers with EPS conditions are associated with lower abnormal accruals. We find no evidence that EPS-driven repurchases impose costs on shareholders in the form of investment myopia.

Institutional dual holdings and risk-shifting: Evidence from corporate innovation

Journal of Corporate Finance 2021 70, 102088
This paper analyzes the impact of shareholder-creditor conflicts on corporate risk-taking. Specifically, I examine the role played by institutional dual-holders (i.e., those simultaneously holding the same firm's debt and equity) in corporate innovation. Baseline results show that firms held by dual-holders generate fewer but more valuable patents. To alleviate endogeneity concerns, I use a difference-in-differences approach based on financial institution mergers. Further analysis suggests that decreased sensitivity of managerial compensation to firm risk might be a possible channel. Overall, I provide new evidence that shareholder-creditor conflicts indeed exist and lead to risk-shifting, and that dual ownership can partially mitigate this problem.

Dynamic capital structure with heterogeneous beliefs and market timing

Journal of Corporate Finance 2013 22, 254-277
This paper builds a dynamic trade-off model of corporate financing with differences in belief between the insider manager and outside investors. The optimal leverage depends on differences of opinion and can differ significantly from that in standard trade-off models. The manager's market timing behavior leads to several stylized facts, such as the low average debt ratios of firms in the cross section, the substantial presence of zero-debt firms that pay larger dividends and keep higher cash balances than other firms, and negative long-run abnormal returns following stock issuance. Market timing behavior leads to substantial losses of firm value through excessive financing activities. Market timing and debt conservatism depend negatively on shareholder control of the firm.